Nonparametric boxed belief propagation for localization in wireless sensor networks

Proceedings - 2009 3rd International Conference on Sensor Technologies and Applications, SENSORCOMM 2009

Volumn , Issue , 2009, Pages 520-525

  Savic, Vladimir ^a   Zazo, Santiago ^a  

^a UNIVERSIDAD POLITÉCNICA DE MADRID   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

BELIEF PROPAGATION; COMMUNICATION COST; CRITICAL STEPS; INCREMENTAL APPROACH; KULLBACK-LEIBLER DIVERGENCE; LOCALIZATION METHOD; NON-PARAMETRIC; NON-PARAMETRIC BELIEF PROPAGATION; RADIO RANGE; SIMULATION RESULT;

SENSOR NETWORKS; UNCERTAINTY ANALYSIS; WIRELESS TELECOMMUNICATION SYSTEMS;

WIRELESS SENSOR NETWORKS;

EID: 70449462651     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SENSORCOMM.2009.87     Document Type: Conference Paper

References (13)

1. N. Patwari, J.N. Ash, S. Kyperountas, A.O. Hero III, R.L. Moses and N.S. Correal, "Locating the nodes", IEEE Signal Processing Magazine, vol. 22, issue 4, pp. 54-69, July 2005.
2. D. Niculescu and B. Nath, "Ad hoc positioning system (APS)", in IEEE GLOBECOM, vol. 5, pp. 2926-2931, November 2001.
3. Y. Shang, W. Ruml, Y. Zhang, and M. Fromherz, "Localization from Connectivity in Sensor Networks," IEEE Transactions on Parallel and Distributed Systems, vol. 15, no. 11, pp. 961-974, November 2004.
4. V. Vivekanandan and V.W.S. Wong, "Concentric Anchor Beacon Localization Algorithm for Wireless Sensor Networks", IEEE Transactions on Vehicular Technology, vol. 56, issue 5, pp. 2733 - 2744, September 2007.
5. A. Savvides, H. Park, and M. B. Srivastava, "The Bits and Flops of the N-hop Multilateration Primitive for Node Localization Problems", in International Workshop on Sensor Networks Application, pp. 112-121, September 2002.
6. N.B. Priyantha, H. Balakrishnan, E. Demaine and S. Teller, "Anchor-Free Distributed Localization in Sensor Networks", MIT Laboratory for Computer Science, Tech Report, April 2003.
7. M. S. Arulampalam, S. Maskell, N. Gordon, and T. Clapp, "A Tutorial on Particle Filters for Online Nonlinear/Non-Gaussian Bayesian Tracking", IEEE Transactions on Signal Processing, vol. 50, issue 2, pp. 174-188, February 2002.
8. P.M. Djuric, J.H. Kotecha, J. Zhang, Y. Huang, T. Ghirmai, M.F. Bugallo, J. Miguez, "Particle Filtering", IEEE Signal Processing Magazine, vol. 20, issue 5, pp. 19-38, September 2003.
9. A. T. Ihler, J. W. Fisher III, R. L. Moses, and A. S. Willsky, "Nonparametric Belief Propagation for Self-Localization of Sensor Networks", IEEE Journal On Selected Areas In Communications, vol. 23, issue 4, pp. 809-819, April 2005.
10. J.S. Yedidia, W.T. Freeman, and Y. Weiss, "Understanding belief propagation and its generalizations", Exploring artificial intelligence in the new millennium, ACM, pp. 239-269, 2003.
11. B.W. Silverman, "Density Estimation for Statistics and Data Analysis", Chapman and Hall, New York, 1986.
12. D. MacKay, "Introduction to monte carlo methods", In M. I. Jordan, editor, Learning in Graphical Models. MIT Press, 1999.
13. A. T. Ihler, J. W. Fisher, III, and A. S. Willsky, "Communication- Constrained Inference", Technical Report TR-2601, Laboratory for Information and Decision Systems, MIT, 2004.